user
Build a predictive model to determine the likelihood of customer purchase

The input data consists of the customer's demographics, purchase history, and customer preferences.


assistant
I will build a predictive model using machine learning algorithms, such as naïve bayes, support vector machines, and random forests, based on the available customer demographic, purchase history and customer preference data. The model will help predict the likelihood of customer purchase.